Uploaded image for project: 'Samza'
  1. Samza
  2. SAMZA-755

Evaluate Auto-scaling In Memory Mode

    Details

    • Type: Improvement
    • Status: Patch Available
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: None
    • Labels:

      Description

      As discussed in SAMZA-719, autoscaling is needed to remove the burden from user of choosing how many containers are needed. One of the modes that auto-scaling works in is Memory, which is scales up when there is not enough memory in a container.

      Currently this mode has been implemented, and this task is to evaluate how effective the implemented auto-scaling mechanism is.

      1. DESIGN-SAMZA-755.v1.md
        34 kB
        Shadi A. Noghabi
      2. DESIGN-SAMZA-755.v1.pdf
        1.56 MB
        Shadi A. Noghabi
      3. Evaluation-Graph.v1.zip
        4.41 MB
        Shadi A. Noghabi

        Issue Links

          Activity

          Hide
          snoghabi Shadi A. Noghabi added a comment -
          Show
          snoghabi Shadi A. Noghabi added a comment - The raw data from the test can be found in https://github.com/s-noghabi/samza-auto-scaling-evaluation/tree/master/results
          Hide
          snoghabi Shadi A. Noghabi added a comment -

          An evaluation document has been atached

          Show
          snoghabi Shadi A. Noghabi added a comment - An evaluation document has been atached

            People

            • Assignee:
              snoghabi Shadi A. Noghabi
              Reporter:
              snoghabi Shadi A. Noghabi
            • Votes:
              0 Vote for this issue
              Watchers:
              1 Start watching this issue

              Dates

              • Created:
                Updated:

                Development